1. Assessing Ancient DNA Sampling Strategies for Natural Selection Inference in Humans Using Allele Frequency Time Series Data
   2026/01/30 by Lucas Anchieri, Carlos Eduardo G. Amorim, Samuel Neuenschwander +1 · 2 voices
   Biochemistry, Genetics and Molecular Biology · Social Sciences · #Ancient DNA #Benchmark (surveying) #Forensic and Genetic Research #Genetic diversity and population structure #Inference #Locus (genetics) #Pleistocene-Era Hominins and Archaeology #Sample size determination #Sampling (signal processing) #Selection (genetic algorithm) #Series (stratigraphy) #Time series
2. Accurate sample deconvolution of pooled snRNA-seq using sex-dependent gene expression patterns
   2025/10/07 by Guy Twa, Robert A. Phillips, Nathaniel Robinson +1 · 1 voice · 2 citations
   Biochemistry, Genetics and Molecular Biology · #Deconvolution #Expression (computer science) #Gene expression and cancer classification #Generalizability theory #Genomics and Phylogenetic Studies #Identification (biology) #Pooling #Sample (material) #Sample size determination #Single-cell and spatial transcriptomics
3. nmax and the quest to restore caution, integrity, and practicality to the sample size planning process.
   2025/08/11 by Gregory R. Hancock, Yi Feng · 2 voices · 1 citation
   Decision Sciences · Mathematics · Psychology · #Accounting #Artificial intelligence #Computer science #Credibility #Econometrics #Economics #Law #Mathematics #Meta-analysis and systematic reviews #Mindset #Operations research #Political science #Process (computing) #Psychology #Robustness (evolution) #Sample (material) #Sample size determination #Statistical power #Statistics #Variance (accounting)
4. Effective Sample Size for the Kaplan-Meier Estimator: A Valuable Measure of Uncertainty?
   2025/08/04 by Toby Hackmann, Doranne Thomassen, Anne M. Stiggelbout +5 · 1 citation
   Decision Sciences · Mathematics · #Computer science #Data mining #Decision-Making and Behavioral Economics #Econometrics #Estimator #Mathematics #Measure (data warehouse) #Sample size determination #Statistical Methods and Bayesian Inference #Statistics
5. Sample size considerations for species co‐occurrence models
   2025/08/01 by Amber Cowans, Albert Bonet Bigatà, Chris Sutherland · 3 voices
   Environmental Science · Mathematics · #Biology #Ecology #Ecology and Vegetation Dynamics Studies #Environmental science #Geography #Mathematics #Sample size determination #Species Distribution and Climate Change #Statistics #Wildlife Ecology and Conservation
6. Longer scans boost prediction and cut costs in brain-wide association studies
   2025/07/16 by Leon Qi Rong Ooi, Csaba Orbán, Shaoshi Zhang +27 · 1 voice · 31 citations
   Mathematics · Medicine · Neuroscience · Psychology · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Artificial intelligence #Computer science #Contrast (vision) #Functional Brain Connectivity Studies #Functional magnetic resonance imaging #Logarithm #Magnetic resonance imaging #Mathematics #Medicine #Neuroimaging #Neuroscience #Psychology #Radiology #Sample (material) #Sample size determination #Statistics
7. How Benchmark Prediction from Fewer Data Misses the Mark
   2025/06/09 by Guanhua Zhang, Zhang, Guanhua, Florian E. Dorner +3 · 1 voice · 4 citations
   Computer Science · Social Sciences · #Baseline (sea) #Benchmark (surveying) #Computational and Text Analysis Methods #Natural Language Processing Techniques #Predictive modelling #Random forest #Regression #Sample (material) #Sample size determination #Similarity (geometry) #Topic Modeling #cs.LG
8. Nearest Neighbor Sampling for Covariate Shift Adaptation
   2023/12/15 by François Portier, Lionel Truquet, Portier, François +3 · 1 citation
   Computer Science · Engineering · Mathematics · #Advanced Algorithms and Applications #Algorithm #Computer science #Conditional probability distribution #Convergence (economics) #Covariate #Estimator #FOS: Computer and information sciences #Image and Signal Denoising Methods #Key (lock) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematical optimization #Mathematics #Parametric model #Parametric statistics #Rate of convergence #Sample size determination #Sampling (signal processing) #Speech and Audio Processing #Statistics
9. A non-monotone trust-region method with noisy oracles and additional sampling
   2023/07/19 by Nataša Krejić, Nataša Krklec Jerinkić, Krejic, Natasa +5 · 2 citations
   Computer Science · Engineering · Mathematics · #65K05 #90C06 #90C30 #90C53 #90C90 #Algorithm #Artificial intelligence #Artificial neural network #Computer science #Convergence (economics) #FOS: Mathematics #Function (biology) #Gradient method #Machine Learning and ELM #Mathematical optimization #Mathematics #Monotone polygon #Nonlinear system #Optimization and Control (math.OC) #Regular polygon #Sample (material) #Sample size determination #Sparse and Compressive Sensing Techniques #Statistics #Stochastic Gradient Optimization Techniques #Trust region
10. Regression model selection via log‐likelihood ratio and constrained minimum criterion
    2023/01/10 by Min Tsao · 1 citation
    Mathematics · #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Advanced Statistical Methods and Models #Akaike information criterion #Bayesian information criterion #Likelihood-ratio test #Statistics #Deviance information criterion #Model selection #Mathematics #Frequentist inference #Information Criteria #Likelihood principle #Sample size determination #Score test #Regression analysis #Selection (genetic algorithm) #Ratio test #Bayesian probability #Likelihood function #Maximum likelihood #Bayesian inference #Computer science #Artificial intelligence #Quasi-maximum likelihood
11. SampleHST: Efficient On-the-Fly Selection of Distributed Traces
    2022/09/10 by Alim Ul Gias, Yicheng Gao, Gias, Alim Ul +9 · 1 citation
    Computer Science · Mathematics · #Anomaly Detection Techniques and Applications #Artificial intelligence #Cloud computing #Cluster (spacecraft) #Computer network #Computer science #Data mining #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Mathematics #Network Security and Intrusion Detection #On the fly #Parallel #Privacy-Preserving Technologies in Data #Sample size determination #Sampling (signal processing) #Sampling bias #Selection (genetic algorithm) #Statistics #Systems and Control (eess.SY) #TRACE (psycholinguistics) #Tracing #Tree (set theory) #Troubleshooting #and Cluster Computing (cs.DC) #electronic engineering #information engineering
12. Multiwave validation sampling for error‐prone electronic health records
    2022/07/01 by Bryan E. Shepherd, Kyunghee Han, Tong Chen +6 · 20 citations
    Mathematics · Medicine · #Advanced Causal Inference Techniques #Computer science #Covariate #Data mining #Data quality #Environmental health #Mathematics #Medicine #Population #Regression analysis #Sample size determination #Sampling (signal processing) #Sampling design #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics #Stratified sampling
13. On sampled metrics for item recommendation
    2022/06/21 by Walid Krichene, Steffen Rendle · 5 citations
    Business, Management and Accounting · Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Algorithm #Computation #Computer science #Consumer Market Behavior and Pricing #Data mining #Information retrieval #Machine learning #Mathematics #Metric (unit) #Quality (philosophy) #Recommender Systems and Techniques #Recommender system #Sample (material) #Sample size determination #Sampling (signal processing) #Set (abstract data type) #Statistics
14. Confidence Intervals of Treatment Effects in Panel Data Models with Interactive Fixed Effects
    2022/02/24 by Xingyu Li, Yan Shen, Li, Xingyu +3 · 2 citations
    Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #CDF-based nonparametric confidence interval #Confidence and prediction bands #Confidence distribution #Confidence interval #Coverage probability #Econometrics #Econometrics (econ.EM) #FOS: Economics and business #Mathematics #Panel data #Robust confidence intervals #Sample (material) #Sample size determination #Spatial and Panel Data Analysis #Statistics #econ.EM
15. Scale-Invariant and consistent Bayesian information criterion for order selection in linear regression models
    2022/02/09 by Prakash B. Gohain, Magnus Jansson · 1 citation
    Engineering · Computer Science · Mathematics · #Control Systems and Identification #Bayesian Methods and Mixture Models #Statistical Distribution Estimation and Applications #Bayesian information criterion #Overfitting #Mathematics #Scaling #Sample size determination #Model selection #Dimension (graph theory) #Linear regression #Akaike information criterion #Information Criteria #Statistics #Mathematical optimization #Computer science #Artificial intelligence
16. Efficient odds ratio estimation under two‐phase sampling using error‐prone data from a multi‐national HIV research cohort
    2021/07/02 by Sarah C. Lotspeich, Bryan E. Shepherd, Gustavo G. C. Amorim +3 · 13 citations
    Mathematics · #Advanced Causal Inference Techniques #Algorithm #Computer science #Covariate #Data mining #Econometrics #Estimation #Estimator #Logistic regression #Mathematics #Missing data #Odds #Sample size determination #Sampling (signal processing) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics
17. Robustness of Latent Profile Analysis to Measurement Noninvariance Between Profiles
    2021/03/09 by Yan Wang, Eunsook Kim, Zhiyao Yi · 18 citations
    Computer Science · Decision Sciences · Mathematics · #Advanced Statistical Modeling Techniques #Combinatorics #Confirmatory factor analysis #Dimension (graph theory) #Econometrics #Factor analysis #Latent class model #Mathematics #Measurement invariance #Psychometric Methodologies and Testing #Robustness (evolution) #Sample size determination #Statistics #Structural equation modeling
18. Effects of self-management interventions on heart failure: Systematic review and meta-analysis of randomized controlled trials – Reprint
    2021/02/25 by Qiuge Zhao, Cancan Chen, Jie Zhang +2 · 19 citations
    Medicine · Nursing · #Cardiac Health and Mental Health #Cochrane Library #Heart Failure Treatment and Management #Heart failure #Internal medicine #MEDLINE #Medication Adherence and Compliance #Medicine #Meta-analysis #Nursing #Physical therapy #Psychiatry #Psychological intervention #Quality of life (healthcare) #Randomized controlled trial #Sample size determination #Systematic review
19. Strategic Sample Selection
    2021/01/01 by Alfredo Di Tillio, Marco Ottaviani, Peter Norman Sørensen · 3 citations
    Decision Sciences · Economics, Econometrics and Finance · Mathematics · #Artificial intelligence #Auction Theory and Applications #Computer science #Dispersion (optics) #Distribution (mathematics) #Econometrics #Economic and Environmental Valuation #Economics #Inference #Mathematics #Microeconomics #Noise (video) #Outcome (game theory) #Physics #Sample (material) #Sample size determination #Selection (genetic algorithm) #Selection bias #Statistical inference #Statistics #Stochastic game
20. Improvement of Norm Score Quality via Regression-Based Continuous Norming
    2020/06/16 by Wolfgang Lenhard, Alexandra Lenhard · 13 citations
    Computer Science · Decision Sciences · Mathematics · Psychology · #Advanced Statistical Modeling Techniques #Econometrics #Mathematics #Norm (philosophy) #Psychology #Psychometric Methodologies and Testing #Raw data #Raw score #Sample size determination #Statistical Methods and Inference #Statistics #Type I and type II errors
21. Revisit of test‐then‐pool methods and some practical considerations
    2020/03/14 by Wen Li, Frank Liu, Duane Snavely · 1 citation
    Mathematics · Decision Sciences · Immunology and Microbiology · #Statistical Methods in Clinical Trials #Optimal Experimental Design Methods #Biosimilars and Bioanalytical Methods #Consistency (knowledge bases) #Equivalence (formal languages) #Type I and type II errors #Statistics #Test (biology) #Econometrics #Mathematics #Sample size determination #Statistical hypothesis testing #Computer science #Data mining #Artificial intelligence
22. Guiding soil sampling strategies using classical and spatial statistics: A review
    2020/01/01 by Patrick G. Lawrence, Wayne Roper, Wayne R. Roper +2 · 8 citations
    Agricultural and Biological Sciences · Environmental Science · Mathematics · #Agriculture #Biology #Computer science #Ecology #Mathematics #Nutrient management #Protocol (science) #Sample (material) #Sample size determination #Sampling (signal processing) #Sampling design #Simple random sample #Soil Carbon and Nitrogen Dynamics #Soil Geostatistics and Mapping #Soil and Water Nutrient Dynamics #Spatial analysis #Spatial ecology #Spatial variability #Statistics #Stratified sampling
23. Translationese in Machine Translation Evaluation
    2019/06/24 by Yvette Graham, Barry Haddow, Graham, Yvette +3 · 5 citations
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Artificial intelligence #Computation and Language (cs.CL) #Computer science #Evaluation of machine translation #Example-based machine translation #FOS: Computer and information sciences #Human error #Human reliability #Machine translation #Machine translation software usability #Mathematics #Natural Language Processing Techniques #Natural language processing #Parity (physics) #Power (physics) #Reliability (semiconductor) #Sample size determination #Statistical power #Statistics #Text Readability and Simplification #Topic Modeling #Type I and type II errors #cs.AI #cs.CL
24. Fitting Ordinal Factor Analysis Models With Missing Data: A Comparison Between Pairwise Deletion and Multiple Imputation
    2019/04/26 by Dexin Shi, Taehun Lee, Amanda J. Fairchild +2 · 22 citations
    Computer Science · Decision Sciences · Mathematics · #Advanced Statistical Modeling Techniques #Context (archaeology) #Econometrics #Imputation (statistics) #Mathematics #Missing data #Ordinal data #Pairwise comparison #Psychometric Methodologies and Testing #Sample size determination #Statistical Methods and Bayesian Inference #Statistics
25. Agnostic Sample Compression Schemes for Regression
    2018/10/03 by Idan Attias, Attias, Idan, Steve Hanneke +5 · 1 citation
    Computer Science · Mathematics · #Bounded function #Combinatorics #Compression (physics) #Conjecture #Dimension (graph theory) #Discrete mathematics #Exponential function #FOS: Computer and information sciences #FOS: Mathematics #Function (biology) #Information Theory (cs.IT) #Linear regression #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Markov Chains and Monte Carlo Methods #Mathematical analysis #Mathematics #Physics #Sample size determination #Statistical Methods and Inference #Statistics #Statistics Theory (math.ST)
26. Preferential sampling for presence/absence data and for fusion of presence/absence data with presence-only data
    2018/09/05 by Alan. E. Gelfand, Alan E. Gelfand, Shinichiro Shirota +2 · 1 citation
    Environmental Science · Mathematics · #Algorithm #Artificial intelligence #Bernoulli trial #Computer science #Data mining #Data point #Ecology and Vegetation Dynamics Studies #FOS: Computer and information sciences #Inference #Mathematics #Methodology (stat.ME) #Perspective (graphical) #Point process #Realization (probability) #Sample size determination #Sampling (signal processing) #Sampling bias #Sensor fusion #Species Distribution and Climate Change #Statistics #Wildlife Ecology and Conservation #stat.ME
27. What is the Minimum Clinically Important Difference for the WOMAC Index After TKA?
    2018/09/02 by Nick D. Clement, Nicholas D. Clement, Michelle Bardgett +5 · 29 citations
    Medicine · #Confidence interval #Internal medicine #Knee injuries and reconstruction techniques #Medicine #Minimal clinically important difference #Osteoarthritis #Osteoarthritis Treatment and Mechanisms #Oxford knee score #Physical therapy #Quality of life (healthcare) #Randomized controlled trial #Retrospective cohort study #Sample size determination #Surgery #Total Knee Arthroplasty Outcomes #WOMAC
28. Small sample sizes reduce the replicability of task-based fMRI studies
    2018/05/30 by Benjamin O. Turner, Erick J. Paul, Michael B. Miller +1 · 2 citations
    Neuroscience · Medicine · Psychology · Mathematics · #Functional Brain Connectivity Studies #Advanced MRI Techniques and Applications #Neural and Behavioral Psychology Studies #Sample size determination #Sample (material) #Statistical power #Task (project management) #Functional magnetic resonance imaging #Computer science #Psychology #Large sample #Statistical hypothesis testing #Artificial intelligence #Statistics #Cognitive psychology #Mathematics #Neuroscience
29. Small is beautiful: In defense of the small-N design
    2018/03/19 by Philip L. Smith, Daniel R. Little · 3 voices · 43 citations
    Neuroscience · Psychology · #Artificial intelligence #Child and Animal Learning Development #Cognition #Cognitive psychology #Computer science #Contrast (vision) #Epistemology #Experimental psychology #Inference #Memory and Neural Mechanisms #Mental Health Research Topics #Power (physics) #Psychology #Replication (statistics) #Sample size determination #Social psychology #Statistical inference #Statistical power #Statistics #Variance (accounting)
30. Analysis of hierarchical biomechanical data structures using mixed-effects models
    2018/01/16 by Timothy F. Tirrell, Alfred Rademaker, Alfred W. Rademaker +1 · 7 citations
    Decision Sciences · Mathematics · Medicine · #Anatomy #Artificial intelligence #Biomechanics #Computer science #Data mining #Data set #Experimental data #Hierarchical database model #Mathematics #Medicine #Optimal Experimental Design Methods #Sample (material) #Sample size determination #Set (abstract data type) #Sports Performance and Training #Statistical analysis #Statistics

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